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							257 lines
						
					
					
						
							18 KiB
						
					
					
				| {
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|  "cells": [
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|   {
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|    "cell_type": "code",
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|    "execution_count": 1,
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|    "metadata": {},
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|    "outputs": [
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|     {
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|      "name": "stderr",
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|      "output_type": "stream",
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|      "text": [
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|       "kj/filesystem-disk-unix.c++:1703: warning: PWD environment variable doesn't match current directory; pwd = /home/batman\n"
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|      ]
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|     }
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|    ],
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|    "source": [
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|     "from cereal import car\n",
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|     "from openpilot.selfdrive.car.subaru.values import CAR, SubaruFlags\n",
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|     "from openpilot.selfdrive.car.subaru.fingerprints import FW_VERSIONS\n",
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|     "\n",
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|     "TEST_PLATFORMS = CAR.without_flags(SubaruFlags.PREGLOBAL)\n",
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|     "\n",
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|     "Ecu = car.CarParams.Ecu\n",
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|     "\n",
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|     "FW_BY_ECU = {platform: {ecu: versions for (ecu, addr, sub_addr), versions in fw_versions.items()} for platform, fw_versions in FW_VERSIONS.items()}"
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|    ]
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|   },
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|   {
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|    "cell_type": "code",
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|    "execution_count": 2,
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|    "metadata": {},
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|    "outputs": [],
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|    "source": [
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|     "PLATFORM_CODES = {\n",
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|     "    Ecu.abs: {\n",
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|     "        0: {\n",
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|     "            b'\\xa5': [CAR.ASCENT, CAR.ASCENT_2023],\n",
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|     "            b'\\xa2': [CAR.IMPREZA, CAR.IMPREZA_2020, CAR.CROSSTREK_HYBRID],\n",
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|     "            b'\\xa1': [CAR.OUTBACK, CAR.LEGACY, CAR.OUTBACK_2023],\n",
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|     "            b'\\xa3': [CAR.FORESTER, CAR.FORESTER_HYBRID, CAR.FORESTER_2022],\n",
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|     "            b'z': [CAR.IMPREZA],\n",
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|     "        }\n",
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|     "    }\n",
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|     "}\n",
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|     "\n",
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|     "YEAR_CODES = {\n",
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|     "    Ecu.abs: {\n",
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|     "        2: {\n",
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|     "            b'\\x18': 2018,\n",
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|     "            b'\\x19': 2019,\n",
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|     "            b'\\x20': 2020,\n",
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|     "            b'\\x21': 2021,\n",
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|     "            b'\\x22': 2022,\n",
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|     "            b'\\x23': 2023,\n",
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|     "        }\n",
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|     "    }\n",
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|     "}"
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|    ]
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|   },
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|   {
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|    "cell_type": "code",
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|    "execution_count": 3,
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|    "metadata": {},
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|    "outputs": [],
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|    "source": [
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|     "def get_codes(platforms, codes):\n",
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|     "  results = []\n",
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|     "  for platform in platforms:\n",
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|     "    for ecu in codes:\n",
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|     "      for i in codes[ecu]:\n",
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|     "        if isinstance(i, tuple):\n",
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|     "          j = slice(i[0], i[1])\n",
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|     "        else:\n",
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|     "          j = slice(i, i+1)\n",
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|     "        for version in FW_BY_ECU[platform][ecu]:\n",
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|     "          code = version[j]\n",
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|     "          if code not in codes[ecu][i]:\n",
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|     "            print(f\"{platform} {code.hex()} not in {codes[ecu][i].keys()}\")\n",
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|     "          else:\n",
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|     "            results.append((platform, codes[ecu][i][code]))\n",
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|     "  return results"
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|    ]
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|   },
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|   {
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|    "cell_type": "code",
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|    "execution_count": 4,
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|    "metadata": {},
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|    "outputs": [
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|     {
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|      "name": "stdout",
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|      "output_type": "stream",
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|      "text": [
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|       "SUBARU IMPREZA LIMITED 2019 08 not in dict_keys([b'\\x18', b'\\x19', b' ', b'!', b'\"', b'#'])\n",
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|       "SUBARU IMPREZA LIMITED 2019 08 not in dict_keys([b'\\x18', b'\\x19', b' ', b'!', b'\"', b'#'])\n",
 | |
|       "SUBARU IMPREZA LIMITED 2019 0c not in dict_keys([b'\\x18', b'\\x19', b' ', b'!', b'\"', b'#'])\n",
 | |
|       "SUBARU IMPREZA LIMITED 2019 0c not in dict_keys([b'\\x18', b'\\x19', b' ', b'!', b'\"', b'#'])\n",
 | |
|       "SUBARU IMPREZA LIMITED 2019 2e not in dict_keys([b'\\x18', b'\\x19', b' ', b'!', b'\"', b'#'])\n",
 | |
|       "SUBARU IMPREZA LIMITED 2019 3f not in dict_keys([b'\\x18', b'\\x19', b' ', b'!', b'\"', b'#'])\n",
 | |
|       "correct_year=True   platform=SUBARU OUTBACK 7TH GEN           year=2023  years=[2023]\n",
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|       "correct_year=True   platform=SUBARU OUTBACK 7TH GEN           year=2023  years=[2023]\n",
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|       "correct_year=True   platform=SUBARU OUTBACK 6TH GEN           year=2020  years=[2020, 2021, 2022]\n",
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|       "correct_year=True   platform=SUBARU OUTBACK 6TH GEN           year=2020  years=[2020, 2021, 2022]\n",
 | |
|       "correct_year=True   platform=SUBARU OUTBACK 6TH GEN           year=2020  years=[2020, 2021, 2022]\n",
 | |
|       "correct_year=True   platform=SUBARU OUTBACK 6TH GEN           year=2020  years=[2020, 2021, 2022]\n",
 | |
|       "correct_year=True   platform=SUBARU OUTBACK 6TH GEN           year=2020  years=[2020, 2021, 2022]\n",
 | |
|       "correct_year=True   platform=SUBARU OUTBACK 6TH GEN           year=2020  years=[2020, 2021, 2022]\n",
 | |
|       "correct_year=True   platform=SUBARU OUTBACK 6TH GEN           year=2020  years=[2020, 2021, 2022]\n",
 | |
|       "correct_year=True   platform=SUBARU OUTBACK 6TH GEN           year=2020  years=[2020, 2021, 2022]\n",
 | |
|       "correct_year=True   platform=SUBARU OUTBACK 6TH GEN           year=2020  years=[2020, 2021, 2022]\n",
 | |
|       "correct_year=True   platform=SUBARU OUTBACK 6TH GEN           year=2022  years=[2020, 2021, 2022]\n",
 | |
|       "correct_year=True   platform=SUBARU OUTBACK 6TH GEN           year=2022  years=[2020, 2021, 2022]\n",
 | |
|       "correct_year=False  platform=SUBARU CROSSTREK HYBRID 2020     year=2019  years=[2020]\n",
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|       "correct_year=False  platform=SUBARU CROSSTREK HYBRID 2020     year=2021  years=[2020]\n",
 | |
|       "correct_year=False  platform=SUBARU FORESTER HYBRID 2020      year=2019  years=[2020]\n",
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|       "correct_year=True   platform=SUBARU LEGACY 7TH GEN            year=2020  years=[2020, 2021, 2022]\n",
 | |
|       "correct_year=True   platform=SUBARU LEGACY 7TH GEN            year=2020  years=[2020, 2021, 2022]\n",
 | |
|       "correct_year=True   platform=SUBARU LEGACY 7TH GEN            year=2020  years=[2020, 2021, 2022]\n",
 | |
|       "correct_year=True   platform=SUBARU LEGACY 7TH GEN            year=2020  years=[2020, 2021, 2022]\n",
 | |
|       "correct_year=True   platform=SUBARU IMPREZA LIMITED 2019      year=2019  years=[2017, 2018, 2019]\n",
 | |
|       "correct_year=True   platform=SUBARU IMPREZA LIMITED 2019      year=2019  years=[2017, 2018, 2019]\n",
 | |
|       "correct_year=True   platform=SUBARU IMPREZA LIMITED 2019      year=2018  years=[2017, 2018, 2019]\n",
 | |
|       "correct_year=True   platform=SUBARU IMPREZA LIMITED 2019      year=2019  years=[2017, 2018, 2019]\n",
 | |
|       "correct_year=True   platform=SUBARU IMPREZA LIMITED 2019      year=2019  years=[2017, 2018, 2019]\n",
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|       "correct_year=True   platform=SUBARU IMPREZA LIMITED 2019      year=2019  years=[2017, 2018, 2019]\n",
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|       "correct_year=False  platform=SUBARU FORESTER 2022             year=2021  years=[2022, 2023, 2024]\n",
 | |
|       "correct_year=False  platform=SUBARU FORESTER 2022             year=2021  years=[2022, 2023, 2024]\n",
 | |
|       "correct_year=True   platform=SUBARU FORESTER 2022             year=2022  years=[2022, 2023, 2024]\n",
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|       "correct_year=True   platform=SUBARU FORESTER 2022             year=2022  years=[2022, 2023, 2024]\n",
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|       "correct_year=False  platform=SUBARU IMPREZA SPORT 2020        year=2019  years=[2020, 2021, 2022]\n",
 | |
|       "correct_year=False  platform=SUBARU IMPREZA SPORT 2020        year=2019  years=[2020, 2021, 2022]\n",
 | |
|       "correct_year=True   platform=SUBARU IMPREZA SPORT 2020        year=2020  years=[2020, 2021, 2022]\n",
 | |
|       "correct_year=True   platform=SUBARU IMPREZA SPORT 2020        year=2021  years=[2020, 2021, 2022]\n",
 | |
|       "correct_year=True   platform=SUBARU IMPREZA SPORT 2020        year=2021  years=[2020, 2021, 2022]\n",
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|       "correct_year=True   platform=SUBARU IMPREZA SPORT 2020        year=2021  years=[2020, 2021, 2022]\n",
 | |
|       "correct_year=True   platform=SUBARU ASCENT 2023               year=2023  years=[2023]\n",
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|       "correct_year=True   platform=SUBARU ASCENT LIMITED 2019       year=2019  years=[2019, 2020, 2021]\n",
 | |
|       "correct_year=True   platform=SUBARU ASCENT LIMITED 2019       year=2021  years=[2019, 2020, 2021]\n",
 | |
|       "correct_year=False  platform=SUBARU FORESTER 2019             year=2018  years=[2019, 2020, 2021]\n",
 | |
|       "correct_year=False  platform=SUBARU FORESTER 2019             year=2018  years=[2019, 2020, 2021]\n",
 | |
|       "correct_year=True   platform=SUBARU FORESTER 2019             year=2019  years=[2019, 2020, 2021]\n",
 | |
|       "correct_year=True   platform=SUBARU FORESTER 2019             year=2019  years=[2019, 2020, 2021]\n",
 | |
|       "correct_year=True   platform=SUBARU FORESTER 2019             year=2020  years=[2019, 2020, 2021]\n",
 | |
|       "correct_year=True   platform=SUBARU FORESTER 2019             year=2020  years=[2019, 2020, 2021]\n"
 | |
|      ]
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|     }
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|    ],
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|    "source": [
 | |
|     "def test_year_code(platform, year):\n",
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|     "  car_info = CAR(platform).config.car_info\n",
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|     "  if isinstance(car_info, list):\n",
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|     "    car_info = car_info[0]\n",
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|     "  years = [int(y) for y in car_info.year_list]\n",
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|     "  correct_year = year in years\n",
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|     "  print(f\"{correct_year=!s: <6} {platform=: <32} {year=: <5} {years=}\")\n",
 | |
|     "\n",
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|     "codes = get_codes(TEST_PLATFORMS, YEAR_CODES)\n",
 | |
|     "for platform, year in codes:\n",
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|     "  test_year_code(platform, year)"
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|    ]
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|   },
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|   {
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|    "cell_type": "code",
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|    "execution_count": 5,
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|    "metadata": {},
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|    "outputs": [
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|     {
 | |
|      "name": "stdout",
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|      "output_type": "stream",
 | |
|      "text": [
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|       "in_possible_platforms=True   platform=SUBARU OUTBACK 7TH GEN           platforms=['SUBARU OUTBACK 6TH GEN', 'SUBARU LEGACY 7TH GEN', 'SUBARU OUTBACK 7TH GEN']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU OUTBACK 7TH GEN           platforms=['SUBARU OUTBACK 6TH GEN', 'SUBARU LEGACY 7TH GEN', 'SUBARU OUTBACK 7TH GEN']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU OUTBACK 6TH GEN           platforms=['SUBARU OUTBACK 6TH GEN', 'SUBARU LEGACY 7TH GEN', 'SUBARU OUTBACK 7TH GEN']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU OUTBACK 6TH GEN           platforms=['SUBARU OUTBACK 6TH GEN', 'SUBARU LEGACY 7TH GEN', 'SUBARU OUTBACK 7TH GEN']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU OUTBACK 6TH GEN           platforms=['SUBARU OUTBACK 6TH GEN', 'SUBARU LEGACY 7TH GEN', 'SUBARU OUTBACK 7TH GEN']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU OUTBACK 6TH GEN           platforms=['SUBARU OUTBACK 6TH GEN', 'SUBARU LEGACY 7TH GEN', 'SUBARU OUTBACK 7TH GEN']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU OUTBACK 6TH GEN           platforms=['SUBARU OUTBACK 6TH GEN', 'SUBARU LEGACY 7TH GEN', 'SUBARU OUTBACK 7TH GEN']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU OUTBACK 6TH GEN           platforms=['SUBARU OUTBACK 6TH GEN', 'SUBARU LEGACY 7TH GEN', 'SUBARU OUTBACK 7TH GEN']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU OUTBACK 6TH GEN           platforms=['SUBARU OUTBACK 6TH GEN', 'SUBARU LEGACY 7TH GEN', 'SUBARU OUTBACK 7TH GEN']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU OUTBACK 6TH GEN           platforms=['SUBARU OUTBACK 6TH GEN', 'SUBARU LEGACY 7TH GEN', 'SUBARU OUTBACK 7TH GEN']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU OUTBACK 6TH GEN           platforms=['SUBARU OUTBACK 6TH GEN', 'SUBARU LEGACY 7TH GEN', 'SUBARU OUTBACK 7TH GEN']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU OUTBACK 6TH GEN           platforms=['SUBARU OUTBACK 6TH GEN', 'SUBARU LEGACY 7TH GEN', 'SUBARU OUTBACK 7TH GEN']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU OUTBACK 6TH GEN           platforms=['SUBARU OUTBACK 6TH GEN', 'SUBARU LEGACY 7TH GEN', 'SUBARU OUTBACK 7TH GEN']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU CROSSTREK HYBRID 2020     platforms=['SUBARU IMPREZA LIMITED 2019', 'SUBARU IMPREZA SPORT 2020', 'SUBARU CROSSTREK HYBRID 2020']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU CROSSTREK HYBRID 2020     platforms=['SUBARU IMPREZA LIMITED 2019', 'SUBARU IMPREZA SPORT 2020', 'SUBARU CROSSTREK HYBRID 2020']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU FORESTER HYBRID 2020      platforms=['SUBARU FORESTER 2019', 'SUBARU FORESTER HYBRID 2020', 'SUBARU FORESTER 2022']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU LEGACY 7TH GEN            platforms=['SUBARU OUTBACK 6TH GEN', 'SUBARU LEGACY 7TH GEN', 'SUBARU OUTBACK 7TH GEN']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU LEGACY 7TH GEN            platforms=['SUBARU OUTBACK 6TH GEN', 'SUBARU LEGACY 7TH GEN', 'SUBARU OUTBACK 7TH GEN']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU LEGACY 7TH GEN            platforms=['SUBARU OUTBACK 6TH GEN', 'SUBARU LEGACY 7TH GEN', 'SUBARU OUTBACK 7TH GEN']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU LEGACY 7TH GEN            platforms=['SUBARU OUTBACK 6TH GEN', 'SUBARU LEGACY 7TH GEN', 'SUBARU OUTBACK 7TH GEN']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU IMPREZA LIMITED 2019      platforms=['SUBARU IMPREZA LIMITED 2019']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU IMPREZA LIMITED 2019      platforms=['SUBARU IMPREZA LIMITED 2019']\n",
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|       "in_possible_platforms=True   platform=SUBARU IMPREZA LIMITED 2019      platforms=['SUBARU IMPREZA LIMITED 2019']\n",
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|       "in_possible_platforms=True   platform=SUBARU IMPREZA LIMITED 2019      platforms=['SUBARU IMPREZA LIMITED 2019']\n",
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|       "in_possible_platforms=True   platform=SUBARU IMPREZA LIMITED 2019      platforms=['SUBARU IMPREZA LIMITED 2019']\n",
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|       "in_possible_platforms=True   platform=SUBARU IMPREZA LIMITED 2019      platforms=['SUBARU IMPREZA LIMITED 2019']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU IMPREZA LIMITED 2019      platforms=['SUBARU IMPREZA LIMITED 2019']\n",
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|       "in_possible_platforms=True   platform=SUBARU IMPREZA LIMITED 2019      platforms=['SUBARU IMPREZA LIMITED 2019']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU IMPREZA LIMITED 2019      platforms=['SUBARU IMPREZA LIMITED 2019', 'SUBARU IMPREZA SPORT 2020', 'SUBARU CROSSTREK HYBRID 2020']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU IMPREZA LIMITED 2019      platforms=['SUBARU IMPREZA LIMITED 2019', 'SUBARU IMPREZA SPORT 2020', 'SUBARU CROSSTREK HYBRID 2020']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU IMPREZA LIMITED 2019      platforms=['SUBARU IMPREZA LIMITED 2019', 'SUBARU IMPREZA SPORT 2020', 'SUBARU CROSSTREK HYBRID 2020']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU IMPREZA LIMITED 2019      platforms=['SUBARU IMPREZA LIMITED 2019', 'SUBARU IMPREZA SPORT 2020', 'SUBARU CROSSTREK HYBRID 2020']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU FORESTER 2022             platforms=['SUBARU FORESTER 2019', 'SUBARU FORESTER HYBRID 2020', 'SUBARU FORESTER 2022']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU FORESTER 2022             platforms=['SUBARU FORESTER 2019', 'SUBARU FORESTER HYBRID 2020', 'SUBARU FORESTER 2022']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU FORESTER 2022             platforms=['SUBARU FORESTER 2019', 'SUBARU FORESTER HYBRID 2020', 'SUBARU FORESTER 2022']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU FORESTER 2022             platforms=['SUBARU FORESTER 2019', 'SUBARU FORESTER HYBRID 2020', 'SUBARU FORESTER 2022']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU IMPREZA SPORT 2020        platforms=['SUBARU IMPREZA LIMITED 2019', 'SUBARU IMPREZA SPORT 2020', 'SUBARU CROSSTREK HYBRID 2020']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU IMPREZA SPORT 2020        platforms=['SUBARU IMPREZA LIMITED 2019', 'SUBARU IMPREZA SPORT 2020', 'SUBARU CROSSTREK HYBRID 2020']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU IMPREZA SPORT 2020        platforms=['SUBARU IMPREZA LIMITED 2019', 'SUBARU IMPREZA SPORT 2020', 'SUBARU CROSSTREK HYBRID 2020']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU IMPREZA SPORT 2020        platforms=['SUBARU IMPREZA LIMITED 2019', 'SUBARU IMPREZA SPORT 2020', 'SUBARU CROSSTREK HYBRID 2020']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU IMPREZA SPORT 2020        platforms=['SUBARU IMPREZA LIMITED 2019', 'SUBARU IMPREZA SPORT 2020', 'SUBARU CROSSTREK HYBRID 2020']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU IMPREZA SPORT 2020        platforms=['SUBARU IMPREZA LIMITED 2019', 'SUBARU IMPREZA SPORT 2020', 'SUBARU CROSSTREK HYBRID 2020']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU ASCENT 2023               platforms=['SUBARU ASCENT LIMITED 2019', 'SUBARU ASCENT 2023']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU ASCENT LIMITED 2019       platforms=['SUBARU ASCENT LIMITED 2019', 'SUBARU ASCENT 2023']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU ASCENT LIMITED 2019       platforms=['SUBARU ASCENT LIMITED 2019', 'SUBARU ASCENT 2023']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU FORESTER 2019             platforms=['SUBARU FORESTER 2019', 'SUBARU FORESTER HYBRID 2020', 'SUBARU FORESTER 2022']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU FORESTER 2019             platforms=['SUBARU FORESTER 2019', 'SUBARU FORESTER HYBRID 2020', 'SUBARU FORESTER 2022']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU FORESTER 2019             platforms=['SUBARU FORESTER 2019', 'SUBARU FORESTER HYBRID 2020', 'SUBARU FORESTER 2022']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU FORESTER 2019             platforms=['SUBARU FORESTER 2019', 'SUBARU FORESTER HYBRID 2020', 'SUBARU FORESTER 2022']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU FORESTER 2019             platforms=['SUBARU FORESTER 2019', 'SUBARU FORESTER HYBRID 2020', 'SUBARU FORESTER 2022']\n",
 | |
|       "in_possible_platforms=True   platform=SUBARU FORESTER 2019             platforms=['SUBARU FORESTER 2019', 'SUBARU FORESTER HYBRID 2020', 'SUBARU FORESTER 2022']\n"
 | |
|      ]
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|     }
 | |
|    ],
 | |
|    "source": [
 | |
|     "def test_platform_code(platform, platforms):\n",
 | |
|     "  platforms = [str(p) for p in platforms]\n",
 | |
|     "  in_possible_platforms = platform in platforms\n",
 | |
|     "  print(f\"{in_possible_platforms=!s: <6} {platform=: <32} {platforms=}\")\n",
 | |
|     "\n",
 | |
|     "codes = get_codes(TEST_PLATFORMS, PLATFORM_CODES)\n",
 | |
|     "for platform, possible_platforms in codes:\n",
 | |
|     "  test_platform_code(platform, possible_platforms)"
 | |
|    ]
 | |
|   }
 | |
|  ],
 | |
|  "metadata": {
 | |
|   "kernelspec": {
 | |
|    "display_name": ".venv",
 | |
|    "language": "python",
 | |
|    "name": "python3"
 | |
|   },
 | |
|   "language_info": {
 | |
|    "codemirror_mode": {
 | |
|     "name": "ipython",
 | |
|     "version": 3
 | |
|    },
 | |
|    "file_extension": ".py",
 | |
|    "mimetype": "text/x-python",
 | |
|    "name": "python",
 | |
|    "nbconvert_exporter": "python",
 | |
|    "pygments_lexer": "ipython3",
 | |
|    "version": "3.11.4"
 | |
|   }
 | |
|  },
 | |
|  "nbformat": 4,
 | |
|  "nbformat_minor": 2
 | |
| }
 | |
| 
 |